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Add dpmpp_3 schedulers

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This commit is contained in:
Sergey Borisov 2024-07-29 22:52:15 +03:00
parent 86a92bb6b5
commit 55e810efa3
5 changed files with 31 additions and 11 deletions
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20
invokeai/backend/stable_diffusion/schedulers/schedulers.py
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@ -43,6 +43,10 @@ SCHEDULER_NAME_VALUES = Literal[
"dpmpp_2m_k",
"dpmpp_2m_sde",
"dpmpp_2m_sde_k",
"dpmpp_3s",
"dpmpp_3s_k",
"dpmpp_3m",
"dpmpp_3m_k",
"dpmpp_sde",
"dpmpp_sde_k",
"unipc",
@ -68,12 +72,16 @@ SCHEDULER_MAP: dict[SCHEDULER_NAME_VALUES, tuple[Type[SchedulerMixin], dict[str,
"kdpm_2_k": (KDPM2DiscreteScheduler, {"use_karras_sigmas": True}),
"kdpm_2_a": (KDPM2AncestralDiscreteScheduler, {"use_karras_sigmas": False}),
"kdpm_2_a_k": (KDPM2AncestralDiscreteScheduler, {"use_karras_sigmas": True}),
"dpmpp_2s": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": False}),
"dpmpp_2s_k": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": True}),
"dpmpp_2m": (DPMSolverMultistepScheduler, {"use_karras_sigmas": False}),
"dpmpp_2m_k": (DPMSolverMultistepScheduler, {"use_karras_sigmas": True}),
"dpmpp_2m_sde": (DPMSolverMultistepScheduler, {"use_karras_sigmas": False, "algorithm_type": "sde-dpmsolver++"}),
"dpmpp_2m_sde_k": (DPMSolverMultistepScheduler, {"use_karras_sigmas": True, "algorithm_type": "sde-dpmsolver++"}),
"dpmpp_2s": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": False, "solver_order": 2}),
"dpmpp_2s_k": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": True, "solver_order": 2}),
"dpmpp_2m": (DPMSolverMultistepScheduler, {"use_karras_sigmas": False, "solver_order": 2}),
"dpmpp_2m_k": (DPMSolverMultistepScheduler, {"use_karras_sigmas": True, "solver_order": 2}),
"dpmpp_2m_sde": (DPMSolverMultistepScheduler, {"use_karras_sigmas": False, "solver_order": 2, "algorithm_type": "sde-dpmsolver++"}),
"dpmpp_2m_sde_k": (DPMSolverMultistepScheduler, {"use_karras_sigmas": True, "solver_order": 2, "algorithm_type": "sde-dpmsolver++"}),
"dpmpp_3s": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": False, "solver_order": 3}),
"dpmpp_3s_k": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": True, "solver_order": 3}),
"dpmpp_3m": (DPMSolverMultistepScheduler, {"use_karras_sigmas": False, "solver_order": 3}),
"dpmpp_3m_k": (DPMSolverMultistepScheduler, {"use_karras_sigmas": True, "solver_order": 3}),
"dpmpp_sde": (DPMSolverSDEScheduler, {"use_karras_sigmas": False, "noise_sampler_seed": 0}),
"dpmpp_sde_k": (DPMSolverSDEScheduler, {"use_karras_sigmas": True, "noise_sampler_seed": 0}),
"unipc": (UniPCMultistepScheduler, {"use_karras_sigmas": False, "cpu_only": True}),

4
invokeai/frontend/web/src/features/nodes/types/common.ts
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@ -32,6 +32,8 @@ export const zSchedulerField = z.enum([
'ddpm',
'dpmpp_2s',
'dpmpp_2m',
'dpmpp_3s',
'dpmpp_3m',
'dpmpp_2m_sde',
'dpmpp_sde',
'heun',
@ -43,6 +45,8 @@ export const zSchedulerField = z.enum([
'deis_k',
'dpmpp_2s_k',
'dpmpp_2m_k',
'dpmpp_3s_k',
'dpmpp_3m_k',
'dpmpp_2m_sde_k',
'dpmpp_sde_k',
'heun_k',

4
invokeai/frontend/web/src/features/nodes/types/v2/common.ts
View File

@ -23,6 +23,8 @@ export const zSchedulerField = z.enum([
'ddpm',
'dpmpp_2s',
'dpmpp_2m',
'dpmpp_3s',
'dpmpp_3m',
'dpmpp_2m_sde',
'dpmpp_sde',
'heun',
@ -34,6 +36,8 @@ export const zSchedulerField = z.enum([
'deis_k',
'dpmpp_2s_k',
'dpmpp_2m_k',
'dpmpp_3s_k',
'dpmpp_3m_k',
'dpmpp_2m_sde_k',
'dpmpp_sde_k',
'heun_k',

4
invokeai/frontend/web/src/features/parameters/types/constants.ts
View File

@ -59,6 +59,8 @@ export const SCHEDULER_OPTIONS: ComboboxOption[] = [
{ value: 'dpmpp_sde', label: 'DPM++ SDE' },
{ value: 'dpmpp_2s', label: 'DPM++ 2S' },
{ value: 'dpmpp_2m', label: 'DPM++ 2M' },
{ value: 'dpmpp_3s', label: 'DPM++ 3S' },
{ value: 'dpmpp_3m', label: 'DPM++ 3M' },
{ value: 'dpmpp_2m_sde', label: 'DPM++ 2M SDE' },
{ value: 'heun', label: 'Heun' },
{ value: 'kdpm_2', label: 'KDPM 2' },
@ -70,6 +72,8 @@ export const SCHEDULER_OPTIONS: ComboboxOption[] = [
{ value: 'dpmpp_sde_k', label: 'DPM++ SDE Karras' },
{ value: 'dpmpp_2s_k', label: 'DPM++ 2S Karras' },
{ value: 'dpmpp_2m_k', label: 'DPM++ 2M Karras' },
{ value: 'dpmpp_3s_k', label: 'DPM++ 3S Karras' },
{ value: 'dpmpp_3m_k', label: 'DPM++ 3M Karras' },
{ value: 'dpmpp_2m_sde_k', label: 'DPM++ 2M SDE Karras' },
{ value: 'heun_k', label: 'Heun Karras' },
{ value: 'kdpm_2_k', label: 'KDPM 2 Karras' },

10
invokeai/frontend/web/src/services/api/schema.ts
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@ -3553,7 +3553,7 @@ export type components = {
* @default euler
* @enum {string}
*/
scheduler?: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd";
scheduler?: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd" | "dpmpp_3s" | "dpmpp_3s_k" | "dpmpp_3m" | "dpmpp_3m_k";
/**
* UNet
* @description UNet (scheduler, LoRAs)
@ -8553,7 +8553,7 @@ export type components = {
* Scheduler
* @description Default scheduler for this model
*/
scheduler?: ("ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd") | null;
scheduler?: ("ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd" | "dpmpp_3s" | "dpmpp_3s_k" | "dpmpp_3m" | "dpmpp_3m_k") | null;
/**
* Steps
* @description Default number of steps for this model
@ -11467,7 +11467,7 @@ export type components = {
* @default euler
* @enum {string}
*/
scheduler?: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd";
scheduler?: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd" | "dpmpp_3s" | "dpmpp_3s_k" | "dpmpp_3m" | "dpmpp_3m_k";
/**
* type
* @default scheduler
@ -11483,7 +11483,7 @@ export type components = {
* @description Scheduler to use during inference
* @enum {string}
*/
scheduler: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd";
scheduler: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd" | "dpmpp_3s" | "dpmpp_3s_k" | "dpmpp_3m" | "dpmpp_3m_k";
/**
* type
* @default scheduler_output
@ -13261,7 +13261,7 @@ export type components = {
* @default euler
* @enum {string}
*/
scheduler?: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd";
scheduler?: "ddim" | "ddpm" | "deis" | "deis_k" | "lms" | "lms_k" | "pndm" | "heun" | "heun_k" | "euler" | "euler_k" | "euler_a" | "kdpm_2" | "kdpm_2_k" | "kdpm_2_a" | "kdpm_2_a_k" | "dpmpp_2s" | "dpmpp_2s_k" | "dpmpp_2m" | "dpmpp_2m_k" | "dpmpp_2m_sde" | "dpmpp_2m_sde_k" | "dpmpp_sde" | "dpmpp_sde_k" | "unipc" | "unipc_k" | "lcm" | "tcd" | "dpmpp_3s" | "dpmpp_3s_k" | "dpmpp_3m" | "dpmpp_3m_k";
/**
* UNet
* @description UNet (scheduler, LoRAs)